Data Cleaning

more cleaning

Save cleaned dataset

EXPLORATORY DATA ANALYSIS

Load Cleaned Dataset

Since most of the properites are one and two family houses. We performed this operation to calculate the average value of these type of properties based on zip code

FEATURE SELECTION

MODELLING

Multiple linear regression

R2 Score

Errors

Visualization

LASSO Regression

R2 Score

Errors

Visualization

Random Forest Regression

R2 Score

Errors

Visualization

Ridge Regression

R2 Score

Errors

Visualization